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07/12/2023
Neural Free-Viewpoint Relighting for Glossy Indirect Illumination
Precomputed Radiance Transfer (PRT) remains an attractive solution for r...
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05/26/2023
Inferring the Future by Imagining the Past
A single panel of a comic book can say a lot: it shows not only where ch...
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05/26/2023
Acting as Inverse Inverse Planning
Great storytellers know how to take us on a journey. They direct charact...
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04/12/2023
Factorized Inverse Path Tracing for Efficient and Accurate Material-Lighting Estimation
Inverse path tracing has recently been applied to joint material and lig...
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04/08/2023
Importance Sampling BRDF Derivatives
We propose a set of techniques to efficiently importance sample the deri...
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06/10/2022
Differentiable Rendering of Neural SDFs through Reparameterization
We present a method to automatically compute correct gradients with resp...
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04/26/2022
Designing Perceptual Puzzles by Differentiating Probabilistic Programs
We design new visual illusions by finding "adversarial examples" for pri...
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06/30/2021
Small in-distribution changes in 3D perspective and lighting fool both CNNs and Transformers
Neural networks are susceptible to small transformations including 2D ro...
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12/13/2020
Learning to Schedule Halide Pipelines for the GPU
We present a new algorithm to automatically generate high-performance GP...
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08/25/2020
Differentiating a Tensor Language
How does one compile derivatives of tensor programs, such that the resul...
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10/01/2019
DiffTaichi: Differentiable Programming for Physical Simulation
We study the problem of learning and optimizing through physical simulat...
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04/27/2019
Differentiable Visual Computing
Derivatives of computer graphics, image processing, and deep learning al...
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03/17/2019